/*
 * Licensed to the Apache Software Foundation (ASF) under one or more
 * contributor license agreements.  See the NOTICE file distributed with
 * this work for additional information regarding copyright ownership.
 * The ASF licenses this file to You under the Apache License, Version 2.0
 * (the "License"); you may not use this file except in compliance with
 * the License.  You may obtain a copy of the License at
 *
 *    http://www.apache.org/licenses/LICENSE-2.0
 *
 * Unless required by applicable law or agreed to in writing, software
 * distributed under the License is distributed on an "AS IS" BASIS,
 * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
 * See the License for the specific language governing permissions and
 * limitations under the License.
 */
package ai.h2o.sparkling.ml.algos;

public enum H2OGridSearchMetric {
    AUTO(true),
    MeanResidualDeviance(false),
    R2(true),
    ResidualDeviance(false),
    ResidualDegreesOfFreedom(false),
    NullDeviance(false),
    NullDegreesOfFreedom(false),
    AIC(true),
    AUC(true),
    Gini(true),
    F1(true),
    F2(true),
    F0point5(true),
    Precision(true),
    Recall(true),
    MCC(true),
    Logloss(false),
    Error(false),
    MaxPerClassError(false),
    Accuracy(true),
    MSE(false),
    RMSE(false);

    public boolean higherTheBetter() {
        return higherTheBetter;
    }

    private boolean higherTheBetter;

    H2OGridSearchMetric(boolean higherTheBetter) {
        this.higherTheBetter = higherTheBetter;
    }


}
